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Virtual Agent for Real-Time Motivational Interviewing by Integrating Adaptive Nonverbal Behavior and Language Models
Published on: December 23, 2025
Motivational interviewing in a Web-based physical activity intervention with an avatar: randomized controlled trial
Stijn Friederichs1, Catherine Bolman, Anke Oenema
1Faculty of Psychology and Educational Sciences, Open University of the Netherlands, Heerlen, Netherlands. stijn.friederichs@ou.nl.
Web-based physical activity (PA) interventions using motivational interviewing (MI) with avatars did not show greater effectiveness than text-only interventions. Future research should explore avatars with enhanced relational skills for improved user engagement.
Area of Science:
- Health Psychology
- Digital Health Interventions
- Behavioral Science
Background:
- Web-based physical activity (PA) interventions can leverage motivational interviewing (MI) to promote health.
- Integrating avatars into digital interventions may enhance user engagement and effectiveness compared to text-only formats.
Purpose of the Study:
- To compare the effectiveness and appreciation of a Web-based PA intervention with an avatar versus a text-only version.
- To evaluate the impact of avatar integration on user engagement and intervention outcomes.
Main Methods:
- A three-arm randomized controlled trial comparing an avatar-based MI intervention, a text-based MI intervention, and a control group.
- Measurements included physical activity behavior and process variables at baseline, post-intervention, and 1-month follow-up.
Main Results:
- Both Web-based interventions significantly increased self-reported physical activity compared to the control group.
- No significant differences in intervention effectiveness or process outcomes were found between the avatar-based and text-only interventions.
- The avatar's limited relational skills likely prevented enhanced user connection.
Conclusions:
- Avatars must possess advanced relational skills to improve intervention impact beyond text-based approaches.
- Future research should investigate virtual coaches with more sophisticated interaction capabilities for Web-based health interventions.
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